Pandas Profiling Report

Dataset statistics

Number of variables	21
Number of observations	3168
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	2
Duplicate rows (%)	0.1%
Total size in memory	519.9 KiB
Average record size in memory	168.0 B

Variable types

Numeric	20
Categorical	1

Warnings

Dataset has 2 (0.1%) duplicate rows	Duplicates
`meanfreq` is highly correlated with `sd` and 11 other fields	High correlation
`sd` is highly correlated with `meanfreq` and 7 other fields	High correlation
`median` is highly correlated with `meanfreq` and 7 other fields	High correlation
`Q25` is highly correlated with `meanfreq` and 8 other fields	High correlation
`Q75` is highly correlated with `meanfreq` and 2 other fields	High correlation
`IQR` is highly correlated with `meanfreq` and 6 other fields	High correlation
`skew` is highly correlated with `kurt`	High correlation
`kurt` is highly correlated with `skew`	High correlation
`sp.ent` is highly correlated with `meanfreq` and 7 other fields	High correlation
`sfm` is highly correlated with `meanfreq` and 6 other fields	High correlation
`mode` is highly correlated with `meanfreq` and 4 other fields	High correlation
`centroid` is highly correlated with `meanfreq` and 11 other fields	High correlation
`meanfun` is highly correlated with `Q25` and 2 other fields	High correlation
`meandom` is highly correlated with `meanfreq` and 3 other fields	High correlation
`maxdom` is highly correlated with `meanfreq` and 3 other fields	High correlation
`dfrange` is highly correlated with `meanfreq` and 3 other fields	High correlation
`meanfreq` is highly correlated with `sd` and 11 other fields	High correlation
`sd` is highly correlated with `meanfreq` and 7 other fields	High correlation
`median` is highly correlated with `meanfreq` and 7 other fields	High correlation
`Q25` is highly correlated with `meanfreq` and 8 other fields	High correlation
`Q75` is highly correlated with `meanfreq` and 3 other fields	High correlation
`IQR` is highly correlated with `meanfreq` and 6 other fields	High correlation
`skew` is highly correlated with `kurt`	High correlation
`kurt` is highly correlated with `skew`	High correlation
`sp.ent` is highly correlated with `meanfreq` and 7 other fields	High correlation
`sfm` is highly correlated with `meanfreq` and 6 other fields	High correlation
`mode` is highly correlated with `meanfreq` and 4 other fields	High correlation
`centroid` is highly correlated with `meanfreq` and 11 other fields	High correlation
`meanfun` is highly correlated with `Q25` and 2 other fields	High correlation
`minfun` is highly correlated with `meandom`	High correlation
`meandom` is highly correlated with `meanfreq` and 4 other fields	High correlation
`maxdom` is highly correlated with `meanfreq` and 4 other fields	High correlation
`dfrange` is highly correlated with `meanfreq` and 3 other fields	High correlation
`meanfreq` is highly correlated with `sd` and 5 other fields	High correlation
`sd` is highly correlated with `meanfreq` and 5 other fields	High correlation
`median` is highly correlated with `meanfreq` and 4 other fields	High correlation
`Q25` is highly correlated with `meanfreq` and 7 other fields	High correlation
`Q75` is highly correlated with `meanfreq` and 2 other fields	High correlation
`IQR` is highly correlated with `sd` and 2 other fields	High correlation
`skew` is highly correlated with `kurt`	High correlation
`kurt` is highly correlated with `skew`	High correlation
`sp.ent` is highly correlated with `sd` and 3 other fields	High correlation
`sfm` is highly correlated with `meanfreq` and 4 other fields	High correlation
`mode` is highly correlated with `median`	High correlation
`centroid` is highly correlated with `meanfreq` and 5 other fields	High correlation
`meanfun` is highly correlated with `Q25`	High correlation
`meandom` is highly correlated with `maxdom` and 1 other fields	High correlation
`maxdom` is highly correlated with `meandom` and 1 other fields	High correlation
`dfrange` is highly correlated with `meandom` and 1 other fields	High correlation
`meanfun` is highly correlated with `sp.ent` and 10 other fields	High correlation
`sp.ent` is highly correlated with `meanfun` and 9 other fields	High correlation
`maxdom` is highly correlated with `modindx` and 7 other fields	High correlation
`Q75` is highly correlated with `centroid` and 4 other fields	High correlation
`IQR` is highly correlated with `meanfun` and 11 other fields	High correlation
`modindx` is highly correlated with `maxdom` and 2 other fields	High correlation
`centroid` is highly correlated with `meanfun` and 13 other fields	High correlation
`minfun` is highly correlated with `meanfun` and 4 other fields	High correlation
`dfrange` is highly correlated with `maxdom` and 7 other fields	High correlation
`Q25` is highly correlated with `meanfun` and 16 other fields	High correlation
`mode` is highly correlated with `meanfun` and 16 other fields	High correlation
`meandom` is highly correlated with `maxdom` and 7 other fields	High correlation
`label` is highly correlated with `meanfun` and 8 other fields	High correlation
`sfm` is highly correlated with `meanfun` and 9 other fields	High correlation
`kurt` is highly correlated with `IQR` and 4 other fields	High correlation
`sd` is highly correlated with `meanfun` and 12 other fields	High correlation
`meanfreq` is highly correlated with `meanfun` and 13 other fields	High correlation
`median` is highly correlated with `meanfun` and 9 other fields	High correlation
`mindom` is highly correlated with `Q25` and 1 other fields	High correlation
`skew` is highly correlated with `IQR` and 4 other fields	High correlation
`label` is uniformly distributed	Uniform
`mode` has 236 (7.4%) zeros	Zeros
`dfrange` has 65 (2.1%) zeros	Zeros
`modindx` has 65 (2.1%) zeros	Zeros

Reproduction

Analysis started	2022-04-13 18:56:05.685975
Analysis finished	2022-04-13 18:56:54.116535
Duration	48.43 seconds
Software version	pandas-profiling v3.0.0
Download configuration	config.json

meanfreq
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	3166
Distinct (%)	99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.1809066104

Minimum	0.03936334258
Maximum	0.2511237587
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	24.9 KiB

Quantile statistics

Minimum	0.03936334258
5-th percentile	0.1259677733
Q1	0.1636621363
median	0.1848384094
Q3	0.1991460509
95-th percentile	0.2291036805
Maximum	0.2511237587
Range	0.2117604161
Interquartile range (IQR)	0.03548391458

Descriptive statistics

Standard deviation	0.0299178379
Coefficient of variation (CV)	0.1653772509
Kurtosis	0.805160543
Mean	0.1809066104
Median Absolute Deviation (MAD)	0.01738691301
Skewness	-0.617495272
Sum	573.1121417
Variance	0.0008950770245
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.2121899149	2	0.1%
0.2137323717	2	0.1%
0.2289027479	1	< 0.1%
0.1003994171	1	< 0.1%
0.1601551799	1	< 0.1%
0.2337442148	1	< 0.1%
0.1909706078	1	< 0.1%
0.1566055098	1	< 0.1%
0.1328546309	1	< 0.1%
0.1777227378	1	< 0.1%
Other values (3156)	3156	99.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.03936334258	1	< 0.1%
0.04825407519	1	< 0.1%
0.05964548674	1	< 0.1%
0.05978098496	1	< 0.1%
0.06218231186	1	< 0.1%
0.06600874039	1	< 0.1%
0.07467508307	1	< 0.1%
0.0757009859	1	< 0.1%
0.0773155027	1	< 0.1%
0.07884718717	1	< 0.1%

Value	Count	Frequency (%)
0.2511237587	1	< 0.1%
0.2496365929	1	< 0.1%
0.2470406841	1	< 0.1%
0.2443564469	1	< 0.1%
0.2435280366	1	< 0.1%
0.2432721416	1	< 0.1%
0.2432663032	1	< 0.1%
0.2426391267	1	< 0.1%
0.2420816148	1	< 0.1%
0.2417418106	1	< 0.1%

sd
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	3166
Distinct (%)	99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.05712596491

Minimum	0.01836324244
Maximum	0.1152732467
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	24.9 KiB

Quantile statistics

Minimum	0.01836324244
5-th percentile	0.03161699632
Q1	0.04195354558
median	0.05915511913
Q3	0.06702042292
95-th percentile	0.08548695077
Maximum	0.1152732467
Range	0.0969100043
Interquartile range (IQR)	0.02506687734

Descriptive statistics

Standard deviation	0.01665224708
Coefficient of variation (CV)	0.2915004956
Kurtosis	-0.5217889483
Mean	0.05712596491
Median Absolute Deviation (MAD)	0.01247739916
Skewness	0.1369163179
Sum	180.9750568
Variance	0.0002772973329
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.04319043089	2	0.1%
0.05770473882	2	0.1%
0.03732115187	1	< 0.1%
0.03714077727	1	< 0.1%
0.04305049121	1	< 0.1%
0.03329691933	1	< 0.1%
0.03230787169	1	< 0.1%
0.02456279029	1	< 0.1%
0.08024170239	1	< 0.1%
0.0374062371	1	< 0.1%
Other values (3156)	3156	99.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.01836324244	1	< 0.1%
0.02178199064	1	< 0.1%
0.02400166502	1	< 0.1%
0.02426893209	1	< 0.1%
0.02456279029	1	< 0.1%
0.02506826557	1	< 0.1%
0.02550020574	1	< 0.1%
0.02551958613	1	< 0.1%
0.0259730293	1	< 0.1%
0.02599892144	1	< 0.1%

Value	Count	Frequency (%)
0.1152732467	1	< 0.1%
0.1145080382	1	< 0.1%
0.1126491188	1	< 0.1%
0.1112604922	1	< 0.1%
0.1112569693	1	< 0.1%
0.1102608001	1	< 0.1%
0.1093777795	1	< 0.1%
0.1090443502	1	< 0.1%
0.1078617619	1	< 0.1%
0.1075490572	1	< 0.1%

median
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	3077
Distinct (%)	97.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.1856206765

Minimum	0.01097457627
Maximum	0.2612244898
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	24.9 KiB

Quantile statistics

Minimum	0.01097457627
5-th percentile	0.1163549305
Q1	0.1695925234
median	0.1900323792
Q3	0.2106181268
95-th percentile	0.2358259823
Maximum	0.2612244898
Range	0.2502499135
Interquartile range (IQR)	0.04102560347

Descriptive statistics

Standard deviation	0.03636014631
Coefficient of variation (CV)	0.1958841386
Kurtosis	1.629500928
Mean	0.1856206765
Median Absolute Deviation (MAD)	0.02057813232
Skewness	-1.012784663
Sum	588.0463031
Variance	0.00132206024
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.1866666667	6	0.2%
0.22	4	0.1%
0.1720315582	3	0.1%
0.1792	3	0.1%
0.1834482759	3	0.1%
0.2041325536	3	0.1%
0.2121212121	3	0.1%
0.1859854015	2	0.1%
0.1909204647	2	0.1%
0.1660319489	2	0.1%
Other values (3067)	3137	99.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.01097457627	1	< 0.1%
0.01358752166	1	< 0.1%
0.01579030977	1	< 0.1%
0.02699468085	1	< 0.1%
0.02936129647	1	< 0.1%
0.02936440678	1	< 0.1%
0.03202691337	1	< 0.1%
0.0351137102	1	< 0.1%
0.03671845867	1	< 0.1%
0.04022873481	1	< 0.1%

Value	Count	Frequency (%)
0.2612244898	1	< 0.1%
0.2605405405	1	< 0.1%
0.2574170495	1	< 0.1%
0.2569835597	1	< 0.1%
0.2566312595	1	< 0.1%
0.2564019449	1	< 0.1%
0.2551392024	1	< 0.1%
0.2550306331	1	< 0.1%
0.2547241725	1	< 0.1%
0.2546324786	1	< 0.1%

Q25
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	3103
Distinct (%)	97.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.1404555905

Minimum	0.0002287581699
Maximum	0.2473469388
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	24.9 KiB

Quantile statistics

Minimum	0.0002287581699
5-th percentile	0.04358040895
Q1	0.1110865126
median	0.1402864183
Q3	0.1759387716
95-th percentile	0.2152441287
Maximum	0.2473469388
Range	0.2471181806
Interquartile range (IQR)	0.06485225897

Descriptive statistics

Standard deviation	0.04867971586
Coefficient of variation (CV)	0.346584395
Kurtosis	0.01833354583
Mean	0.1404555905
Median Absolute Deviation (MAD)	0.03264112353
Skewness	-0.4908766849
Sum	444.9633107
Variance	0.002369714736
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.14	6	0.2%
0.1716129032	3	0.1%
0.2036363636	3	0.1%
0.1590669676	2	0.1%
0.1686902928	2	0.1%
0.1480888889	2	0.1%
0.2163636364	2	0.1%
0.1889570552	2	0.1%
0.103127572	2	0.1%
0.1613452915	2	0.1%
Other values (3093)	3142	99.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.0002287581699	1	< 0.1%
0.0002354920101	1	< 0.1%
0.0002395209581	1	< 0.1%
0.0002502234138	1	< 0.1%
0.000266920877	2	0.1%
0.0002761341223	1	< 0.1%
0.0002860061287	1	< 0.1%
0.0003482587065	1	< 0.1%
0.001549815498	1	< 0.1%
0.001779661017	1	< 0.1%

Value	Count	Frequency (%)
0.2473469388	1	< 0.1%
0.2421235324	1	< 0.1%
0.240735194	1	< 0.1%
0.2405416249	1	< 0.1%
0.2394594595	1	< 0.1%
0.2385829708	1	< 0.1%
0.2379362671	1	< 0.1%
0.2361686919	1	< 0.1%
0.236146675	1	< 0.1%
0.235921288	1	< 0.1%

Q75
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	3034
Distinct (%)	95.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.2247649614

Minimum	0.04294627383
Maximum	0.2734693878
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	24.9 KiB

Quantile statistics

Minimum	0.04294627383
5-th percentile	0.1874137339
Q1	0.2087466155
median	0.2256842149
Q3	0.2436604825
95-th percentile	0.2576779694
Maximum	0.2734693878
Range	0.2305231139
Interquartile range (IQR)	0.03491386695

Descriptive statistics

Standard deviation	0.02363927828
Coefficient of variation (CV)	0.1051733248
Kurtosis	2.981810301
Mean	0.2247649614
Median Absolute Deviation (MAD)	0.01742425072
Skewness	-0.9003108148
Sum	712.0553978
Variance	0.0005588154777
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.24	5	0.2%
0.2418181818	5	0.2%
0.245	4	0.1%
0.2290909091	4	0.1%
0.2488888889	4	0.1%
0.2333333333	4	0.1%
0.2413793103	4	0.1%
0.2047311828	3	0.1%
0.2549253731	3	0.1%
0.2477808219	3	0.1%
Other values (3024)	3129	98.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.04294627383	1	< 0.1%
0.05826846704	1	< 0.1%
0.07595744681	1	< 0.1%
0.09019343987	1	< 0.1%
0.09266619014	1	< 0.1%
0.1174576271	1	< 0.1%
0.1276366695	1	< 0.1%
0.1282666667	1	< 0.1%
0.1296567772	1	< 0.1%
0.1303191489	1	< 0.1%

Value	Count	Frequency (%)
0.2734693878	1	< 0.1%
0.2698517298	1	< 0.1%
0.2689373297	1	< 0.1%
0.2689240506	1	< 0.1%
0.2687919943	1	< 0.1%
0.2686486486	1	< 0.1%
0.2685280728	1	< 0.1%
0.2685128205	1	< 0.1%
0.2679938744	1	< 0.1%
0.2677115987	1	< 0.1%

IQR
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	3073
Distinct (%)	97.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.08430937093

Minimum	0.01455773126
Maximum	0.2522252011
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	24.9 KiB

Quantile statistics

Minimum	0.01455773126
5-th percentile	0.0254866894
Q1	0.04255973444
median	0.09427995392
Q3	0.1141750866
95-th percentile	0.1563189556
Maximum	0.2522252011
Range	0.2376674698
Interquartile range (IQR)	0.07161535212

Descriptive statistics

Standard deviation	0.04278305438
Coefficient of variation (CV)	0.5074531326
Kurtosis	-0.448160298
Mean	0.08430937093
Median Absolute Deviation (MAD)	0.03265519384
Skewness	0.2954323558
Sum	267.0920871
Variance	0.001830389742
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.035	4	0.1%
0.04307692308	4	0.1%
0.105	4	0.1%
0.02333333333	3	0.1%
0.02488888889	3	0.1%
0.105844504	3	0.1%
0.04666666667	3	0.1%
0.102	2	0.1%
0.09739130435	2	0.1%
0.09435736677	2	0.1%
Other values (3063)	3138	99.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.01455773126	1	< 0.1%
0.01492248062	1	< 0.1%
0.01511111111	1	< 0.1%
0.01549100968	1	< 0.1%
0.01658536585	1	< 0.1%
0.01658674189	1	< 0.1%
0.01673306773	1	< 0.1%
0.01708222812	1	< 0.1%
0.01740932642	1	< 0.1%
0.01742895805	1	< 0.1%

Value	Count	Frequency (%)
0.2522252011	1	< 0.1%
0.2487702574	1	< 0.1%
0.2481916538	1	< 0.1%
0.2459652707	1	< 0.1%
0.245300286	1	< 0.1%
0.2409950249	1	< 0.1%
0.2406728343	1	< 0.1%
0.23974583	1	< 0.1%
0.2363071895	1	< 0.1%
0.2319526627	1	< 0.1%

skew
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	3166
Distinct (%)	99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.14016752

Minimum	0.1417354241
Maximum	34.72545327
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	24.9 KiB

Quantile statistics

Minimum	0.1417354241
5-th percentile	1.122956172
Q1	1.649568695
median	2.197100657
Q3	2.931694047
95-th percentile	6.918370952
Maximum	34.72545327
Range	34.58371784
Interquartile range (IQR)	1.282125352

Descriptive statistics

Standard deviation	4.240528713
Coefficient of variation (CV)	1.350414806
Kurtosis	25.36344634
Mean	3.14016752
Median Absolute Deviation (MAD)	0.610138984
Skewness	4.933314185
Sum	9948.050704
Variance	17.98208377
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.862572809	2	0.1%
2.113598278	2	0.1%
2.163847944	1	< 0.1%
1.522354093	1	< 0.1%
2.052550657	1	< 0.1%
2.559214753	1	< 0.1%
1.430503585	1	< 0.1%
2.21228525	1	< 0.1%
3.030983794	1	< 0.1%
1.408092868	1	< 0.1%
Other values (3156)	3156	99.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.1417354241	1	< 0.1%
0.2850202853	1	< 0.1%
0.3260330336	1	< 0.1%
0.529583803	1	< 0.1%
0.5487427053	1	< 0.1%
0.5897874639	1	< 0.1%
0.608051472	1	< 0.1%
0.6083710438	1	< 0.1%
0.6301910588	1	< 0.1%
0.654209226	1	< 0.1%

Value	Count	Frequency (%)
34.72545327	1	< 0.1%
34.53748756	1	< 0.1%
33.56633753	1	< 0.1%
33.16730036	1	< 0.1%
32.35073927	1	< 0.1%
32.2028692	1	< 0.1%
31.95145884	1	< 0.1%
31.72346442	1	< 0.1%
31.35506759	1	< 0.1%
30.82275524	1	< 0.1%

kurt
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	3166
Distinct (%)	99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	36.56846079

Minimum	2.068455491
Maximum	1309.612887
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	24.9 KiB

Quantile statistics

Minimum	2.068455491
5-th percentile	3.755363316
Q1	5.669546856
median	8.318463289
Q3	13.64890532
95-th percentile	75.16913085
Maximum	1309.612887
Range	1307.544432
Interquartile range (IQR)	7.979358464

Descriptive statistics

Standard deviation	134.9286612
Coefficient of variation (CV)	3.689755005
Kurtosis	35.93212929
Mean	36.56846079
Median Absolute Deviation (MAD)	3.30452894
Skewness	5.872586435
Sum	115848.8838
Variance	18205.74362
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
6.109790286	2	0.1%
7.890926985	2	0.1%
3.820472506	1	< 0.1%
7.406555457	1	< 0.1%
11.5090583	1	< 0.1%
45.89524782	1	< 0.1%
810.4492034	1	< 0.1%
21.96557969	1	< 0.1%
9.11888912	1	< 0.1%
15.23222875	1	< 0.1%
Other values (3156)	3156	99.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
2.068455491	1	< 0.1%
2.209672772	1	< 0.1%
2.269432223	1	< 0.1%
2.293368	1	< 0.1%
2.46256132	1	< 0.1%
2.503954469	1	< 0.1%
2.527880398	1	< 0.1%
2.572230155	1	< 0.1%
2.603362101	1	< 0.1%
2.627216238	1	< 0.1%

Value	Count	Frequency (%)
1309.612887	1	< 0.1%
1271.353628	1	< 0.1%
1202.684552	1	< 0.1%
1193.434066	1	< 0.1%
1128.534782	1	< 0.1%
1122.219023	1	< 0.1%
1116.036622	1	< 0.1%
1087.76727	1	< 0.1%
1077.206855	1	< 0.1%
1045.528502	1	< 0.1%

sp.ent
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	3166
Distinct (%)	99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.8951270643

Minimum	0.7386506862
Maximum	0.981996589
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	24.9 KiB

Quantile statistics

Minimum	0.7386506862
5-th percentile	0.8167506621
Q1	0.8618109811
median	0.9017668303
Q3	0.9287134567
95-th percentile	0.962986275
Maximum	0.981996589
Range	0.2433459027
Interquartile range (IQR)	0.06690247559

Descriptive statistics

Standard deviation	0.0449795184
Coefficient of variation (CV)	0.05024931117
Kurtosis	-0.423924736
Mean	0.8951270643
Median Absolute Deviation (MAD)	0.03209117622
Skewness	-0.4309339825
Sum	2835.76254
Variance	0.002023157075
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.8776688689	2	0.1%
0.8597123484	2	0.1%
0.9521931179	1	< 0.1%
0.8368828552	1	< 0.1%
0.9642917208	1	< 0.1%
0.8499423737	1	< 0.1%
0.891770807	1	< 0.1%
0.9120867575	1	< 0.1%
0.8777774775	1	< 0.1%
0.9130407629	1	< 0.1%
Other values (3156)	3156	99.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.7386506862	1	< 0.1%
0.7475694665	1	< 0.1%
0.7476948697	1	< 0.1%
0.748495008	1	< 0.1%
0.7486763795	1	< 0.1%
0.7500226269	1	< 0.1%
0.7659567156	1	< 0.1%
0.7660370372	1	< 0.1%
0.7663846439	1	< 0.1%
0.7682580529	1	< 0.1%

Value	Count	Frequency (%)
0.981996589	1	< 0.1%
0.9784817901	1	< 0.1%
0.9765329702	1	< 0.1%
0.9764626195	1	< 0.1%
0.976355461	1	< 0.1%
0.9758139234	1	< 0.1%
0.9757268021	1	< 0.1%
0.9753869363	1	< 0.1%
0.9752461425	1	< 0.1%
0.9751441711	1	< 0.1%

sfm
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	3166
Distinct (%)	99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.4082164114

Minimum	0.03687647451
Maximum	0.8429359314
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	24.9 KiB

Quantile statistics

Minimum	0.03687647451
5-th percentile	0.1584453164
Q1	0.2580405215
median	0.3963351568
Q3	0.5336761646
95-th percentile	0.7328248346
Maximum	0.8429359314
Range	0.8060594569
Interquartile range (IQR)	0.2756356431

Descriptive statistics

Standard deviation	0.177521105
Coefficient of variation (CV)	0.4348700837
Kurtosis	-0.8359339024
Mean	0.4082164114
Median Absolute Deviation (MAD)	0.1380875655
Skewness	0.339957584
Sum	1293.229591
Variance	0.03151374273
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.3143976797	2	0.1%
0.08493436355	2	0.1%
0.5809385427	1	< 0.1%
0.2197099945	1	< 0.1%
0.7598781215	1	< 0.1%
0.4131398555	1	< 0.1%
0.4895337052	1	< 0.1%
0.3873481721	1	< 0.1%
0.6816032061	1	< 0.1%
0.3696063141	1	< 0.1%
Other values (3156)	3156	99.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.03687647451	1	< 0.1%
0.08023747084	1	< 0.1%
0.08096344338	1	< 0.1%
0.08220408541	1	< 0.1%
0.08265560635	1	< 0.1%
0.08493436355	2	0.1%
0.08973956501	1	< 0.1%
0.09335855486	1	< 0.1%
0.09445510179	1	< 0.1%
0.09467554002	1	< 0.1%

Value	Count	Frequency (%)
0.8429359314	1	< 0.1%
0.8313468673	1	< 0.1%
0.8260991385	1	< 0.1%
0.8226706545	1	< 0.1%
0.8225866361	1	< 0.1%
0.8222301783	1	< 0.1%
0.8180562992	1	< 0.1%
0.8136295147	1	< 0.1%
0.8130875954	1	< 0.1%
0.8084428296	1	< 0.1%

mode
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	2825
Distinct (%)	89.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.1652817968

Minimum	0
Maximum	0.28
Zeros	236
Zeros (%)	7.4%
Negative	0
Negative (%)	0.0%
Memory size	24.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.1180157757
median	0.1865986395
Q3	0.2211041346
95-th percentile	0.2608128743
Maximum	0.28
Range	0.28
Interquartile range (IQR)	0.1030883589

Descriptive statistics

Standard deviation	0.07720301386
Coefficient of variation (CV)	0.4670993139
Kurtosis	-0.2559077036
Mean	0.1652817968
Median Absolute Deviation (MAD)	0.04450988293
Skewness	-0.8372359937
Sum	523.6127321
Variance	0.005960305348
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	236	7.4%
0.28	10	0.3%
0.06004765687	5	0.2%
0.0600536193	5	0.2%
0.1866666667	5	0.2%
0.05006165228	4	0.1%
0.05008797654	4	0.1%
0.05005586592	4	0.1%
0.05005988024	4	0.1%
0.05011424219	4	0.1%
Other values (2815)	2887	91.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	236	7.4%
0.0007279029463	1	< 0.1%
0.0007749077491	1	< 0.1%
0.0008007626311	1	< 0.1%
0.0008427389014	1	< 0.1%
0.0008898305085	2	0.1%
0.001000893655	1	< 0.1%
0.001303191489	1	< 0.1%
0.001412952061	1	< 0.1%
0.003056133056	1	< 0.1%

Value	Count	Frequency (%)
0.28	10	0.3%
0.2797033898	1	< 0.1%
0.2795851852	1	< 0.1%
0.2795229983	1	< 0.1%
0.2791181102	1	< 0.1%
0.2788709677	1	< 0.1%
0.2788508892	1	< 0.1%
0.2788333333	1	< 0.1%
0.2786115702	1	< 0.1%
0.2785185185	1	< 0.1%

centroid
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	3166
Distinct (%)	99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.1809066104

Minimum	0.03936334258
Maximum	0.2511237587
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	24.9 KiB

Quantile statistics

Minimum	0.03936334258
5-th percentile	0.1259677733
Q1	0.1636621363
median	0.1848384094
Q3	0.1991460509
95-th percentile	0.2291036805
Maximum	0.2511237587
Range	0.2117604161
Interquartile range (IQR)	0.03548391458

Descriptive statistics

Standard deviation	0.0299178379
Coefficient of variation (CV)	0.1653772509
Kurtosis	0.805160543
Mean	0.1809066104
Median Absolute Deviation (MAD)	0.01738691301
Skewness	-0.617495272
Sum	573.1121417
Variance	0.0008950770245
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.2121899149	2	0.1%
0.2137323717	2	0.1%
0.2289027479	1	< 0.1%
0.1003994171	1	< 0.1%
0.1601551799	1	< 0.1%
0.2337442148	1	< 0.1%
0.1909706078	1	< 0.1%
0.1566055098	1	< 0.1%
0.1328546309	1	< 0.1%
0.1777227378	1	< 0.1%
Other values (3156)	3156	99.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.03936334258	1	< 0.1%
0.04825407519	1	< 0.1%
0.05964548674	1	< 0.1%
0.05978098496	1	< 0.1%
0.06218231186	1	< 0.1%
0.06600874039	1	< 0.1%
0.07467508307	1	< 0.1%
0.0757009859	1	< 0.1%
0.0773155027	1	< 0.1%
0.07884718717	1	< 0.1%

Value	Count	Frequency (%)
0.2511237587	1	< 0.1%
0.2496365929	1	< 0.1%
0.2470406841	1	< 0.1%
0.2443564469	1	< 0.1%
0.2435280366	1	< 0.1%
0.2432721416	1	< 0.1%
0.2432663032	1	< 0.1%
0.2426391267	1	< 0.1%
0.2420816148	1	< 0.1%
0.2417418106	1	< 0.1%

meanfun
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	3166
Distinct (%)	99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.1428067343

Minimum	0.05556534931
Maximum	0.2376363873
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	24.9 KiB

Quantile statistics

Minimum	0.05556534931
5-th percentile	0.09362709442
Q1	0.1169984856
median	0.140518518
Q3	0.1695806199
95-th percentile	0.1934318975
Maximum	0.2376363873
Range	0.182071038
Interquartile range (IQR)	0.05258213425

Descriptive statistics

Standard deviation	0.03230443258
Coefficient of variation (CV)	0.2262108488
Kurtosis	-0.8599596486
Mean	0.1428067343
Median Absolute Deviation (MAD)	0.02632417047
Skewness	0.03914069149
Sum	452.4117342
Variance	0.001043576364
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.1336673026	2	0.1%
0.1399424783	2	0.1%
0.1650750785	1	< 0.1%
0.1102603026	1	< 0.1%
0.1077247283	1	< 0.1%
0.1772383118	1	< 0.1%
0.1545285116	1	< 0.1%
0.1740093295	1	< 0.1%
0.1432953725	1	< 0.1%
0.1855433845	1	< 0.1%
Other values (3156)	3156	99.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.05556534931	1	< 0.1%
0.05704523917	1	< 0.1%
0.06096570749	1	< 0.1%
0.06254164386	1	< 0.1%
0.06347517951	1	< 0.1%
0.06436670329	1	< 0.1%
0.06582744881	1	< 0.1%
0.06656390813	1	< 0.1%
0.06740749873	1	< 0.1%
0.06851771024	1	< 0.1%

Value	Count	Frequency (%)
0.2376363873	1	< 0.1%
0.2311352895	1	< 0.1%
0.22915253	1	< 0.1%
0.2257554714	1	< 0.1%
0.2234170486	1	< 0.1%
0.2208926018	1	< 0.1%
0.2208628145	1	< 0.1%
0.218888285	1	< 0.1%
0.2172566833	1	< 0.1%
0.2167389084	1	< 0.1%

minfun
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION

Distinct	913
Distinct (%)	28.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.03680180834

Minimum	0.009775171065
Maximum	0.2040816327
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	24.9 KiB

Quantile statistics

Minimum	0.009775171065
5-th percentile	0.0157946693
Q1	0.01822323462
median	0.04610951009
Q3	0.04790419162
95-th percentile	0.0564414737
Maximum	0.2040816327
Range	0.1943064616
Interquartile range (IQR)	0.02968095699

Descriptive statistics

Standard deviation	0.01921995215
Coefficient of variation (CV)	0.5222556449
Kurtosis	10.75808575
Mean	0.03680180834
Median Absolute Deviation (MAD)	0.01126630451
Skewness	1.878003958
Sum	116.5881288
Variance	0.0003694065605
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.04692082111	64	2.0%
0.04710500491	59	1.9%
0.04701273262	53	1.7%
0.0469667319	47	1.5%
0.04705882353	46	1.5%
0.04729064039	46	1.5%
0.04715127701	41	1.3%
0.04719764012	40	1.3%
0.0473840079	40	1.3%
0.04747774481	35	1.1%
Other values (903)	2697	85.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.009775171065	1	< 0.1%
0.009784735812	1	< 0.1%
0.009900990099	1	< 0.1%
0.009910802775	1	< 0.1%
0.01016260163	1	< 0.1%
0.01054852321	1	< 0.1%
0.01058201058	2	0.1%
0.01070663812	1	< 0.1%
0.01077586207	1	< 0.1%
0.01090512541	1	< 0.1%

Value	Count	Frequency (%)
0.2040816327	1	< 0.1%
0.2	2	0.1%
0.1851851852	1	< 0.1%
0.1785714286	1	< 0.1%
0.1684210526	1	< 0.1%
0.16	2	0.1%
0.1584158416	1	< 0.1%
0.1538461538	2	0.1%
0.1467889908	1	< 0.1%
0.1369863014	1	< 0.1%

maxfun
Real number (ℝ_≥0)

Distinct	123
Distinct (%)	3.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.2588422458

Minimum	0.1030927835
Maximum	0.2791139241
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	24.9 KiB

Quantile statistics

Minimum	0.1030927835
5-th percentile	0.1924698795
Q1	0.253968254
median	0.2711864407
Q3	0.2774566474
95-th percentile	0.2790697674
Maximum	0.2791139241
Range	0.1760211405
Interquartile range (IQR)	0.02348839343

Descriptive statistics

Standard deviation	0.03007730942
Coefficient of variation (CV)	0.1161993837
Kurtosis	5.203917878
Mean	0.2588422458
Median Absolute Deviation (MAD)	0.007883326764
Skewness	-2.238534771
Sum	820.0122346
Variance	0.0009046445422
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.2790697674	532	16.8%
0.275862069	462	14.6%
0.2774566474	339	10.7%
0.2711864407	235	7.4%
0.2666666667	159	5.0%
0.262295082	127	4.0%
0.2742857143	107	3.4%
0.25	101	3.2%
0.2580645161	86	2.7%
0.253968254	62	2.0%
Other values (113)	958	30.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.1030927835	1	< 0.1%
0.1052631579	1	< 0.1%
0.1086956522	1	< 0.1%
0.1111111111	1	< 0.1%
0.1123595506	1	< 0.1%
0.1136363636	2	0.1%
0.1149425287	2	0.1%
0.1176470588	2	0.1%
0.119047619	1	< 0.1%
0.125	1	< 0.1%

Value	Count	Frequency (%)
0.2791139241	6	0.2%
0.2790697674	532	16.8%
0.2777777778	39	1.2%
0.2774566474	339	10.7%
0.2773584906	3	0.1%
0.275862069	462	14.6%
0.275625	1	< 0.1%
0.2742857143	107	3.4%
0.2727272727	58	1.8%
0.2711864407	235	7.4%

meandom
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	2999
Distinct (%)	94.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.8292109597

Minimum	0.0078125
Maximum	2.957682292
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	24.9 KiB

Quantile statistics

Minimum	0.0078125
5-th percentile	0.1044901207
Q1	0.4198279748
median	0.765794837
Q3	1.177165904
95-th percentile	1.800401651
Maximum	2.957682292
Range	2.949869792
Interquartile range (IQR)	0.7573379297

Descriptive statistics

Standard deviation	0.5252050333
Coefficient of variation (CV)	0.6333792712
Kurtosis	-0.05477253025
Mean	0.8292109597
Median Absolute Deviation (MAD)	0.3749424721
Skewness	0.6110224344
Sum	2626.94032
Variance	0.275840327
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0078125	61	1.9%
0.1953125	4	0.1%
0.71875	4	0.1%
0.0703125	4	0.1%
0.4609375	4	0.1%
0.6875	3	0.1%
1.372395833	3	0.1%
0.3678385417	3	0.1%
1.0078125	3	0.1%
0.2578125	3	0.1%
Other values (2989)	3076	97.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.0078125	61	1.9%
0.007978723404	1	< 0.1%
0.007990056818	1	< 0.1%
0.00818452381	1	< 0.1%
0.008246527778	1	< 0.1%
0.009014423077	1	< 0.1%
0.01031839623	1	< 0.1%
0.01477272727	1	< 0.1%
0.01671875	1	< 0.1%
0.01695884146	1	< 0.1%

Value	Count	Frequency (%)
2.957682292	1	< 0.1%
2.805245536	1	< 0.1%
2.676988636	1	< 0.1%
2.591579861	1	< 0.1%
2.544270833	1	< 0.1%
2.523246951	1	< 0.1%
2.520148026	1	< 0.1%
2.516474185	1	< 0.1%
2.515443314	1	< 0.1%
2.514160156	1	< 0.1%

mindom
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	77
Distinct (%)	2.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.05264704541

Minimum	0.0048828125
Maximum	0.458984375
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	24.9 KiB

Quantile statistics

Minimum	0.0048828125
5-th percentile	0.0078125
Q1	0.0078125
median	0.0234375
Q3	0.0703125
95-th percentile	0.1875
Maximum	0.458984375
Range	0.4541015625
Interquartile range (IQR)	0.0625

Descriptive statistics

Standard deviation	0.06329947812
Coefficient of variation (CV)	1.202336762
Kurtosis	2.187585993
Mean	0.05264704541
Median Absolute Deviation (MAD)	0.015625
Skewness	1.661113783
Sum	166.7858398
Variance	0.004006823931
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0234375	1246	39.3%
0.0078125	814	25.7%
0.1640625	109	3.4%
0.0546875	63	2.0%
0.0048828125	61	1.9%
0.09375	46	1.5%
0.15625	46	1.5%
0.2109375	45	1.4%
0.0703125	42	1.3%
0.015625	38	1.2%
Other values (67)	658	20.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.0048828125	61	1.9%
0.0078125	814	25.7%
0.0146484375	2	0.1%
0.015625	38	1.2%
0.01953125	1	< 0.1%
0.02153320313	9	0.3%
0.0234375	1246	39.3%
0.02734375	1	< 0.1%
0.029296875	2	0.1%
0.03125	34	1.1%

Value	Count	Frequency (%)
0.458984375	1	< 0.1%
0.44921875	1	< 0.1%
0.400390625	1	< 0.1%
0.3515625	1	< 0.1%
0.34375	1	< 0.1%
0.28125	1	< 0.1%
0.2578125	5	0.2%
0.2490234375	1	< 0.1%
0.2421875	9	0.3%
0.234375	29	0.9%

maxdom
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	1054
Distinct (%)	33.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5.047276738

Minimum	0.0078125
Maximum	21.8671875
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	24.9 KiB

Quantile statistics

Minimum	0.0078125
5-th percentile	0.3125
Q1	2.0703125
median	4.9921875
Q3	7.0078125
95-th percentile	10.640625
Maximum	21.8671875
Range	21.859375
Interquartile range (IQR)	4.9375

Descriptive statistics

Standard deviation	3.521156612
Coefficient of variation (CV)	0.6976349415
Kurtosis	1.31473759
Mean	5.047276738
Median Absolute Deviation (MAD)	2.40625
Skewness	0.7261889465
Sum	15989.77271
Variance	12.39854388
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0078125	61	1.9%
7	21	0.7%
5.15625	16	0.5%
12.0234375	15	0.5%
0.7861328125	13	0.4%
0.5625	13	0.4%
0.6953125	13	0.4%
5.2734375	11	0.3%
0.734375	11	0.3%
5.390625	11	0.3%
Other values (1044)	2983	94.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.0078125	61	1.9%
0.015625	3	0.1%
0.0234375	1	< 0.1%
0.0546875	1	< 0.1%
0.0703125	4	0.1%
0.1171875	2	0.1%
0.125	1	< 0.1%
0.1328125	2	0.1%
0.140625	2	0.1%
0.15625	1	< 0.1%

Value	Count	Frequency (%)
21.8671875	1	< 0.1%
21.84375	1	< 0.1%
21.796875	1	< 0.1%
21.5625	1	< 0.1%
21.515625	1	< 0.1%
20.9765625	1	< 0.1%
20.859375	1	< 0.1%
20.625	1	< 0.1%
20.484375	1	< 0.1%
20.45654297	1	< 0.1%

dfrange
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	1091
Distinct (%)	34.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.994629692

Minimum	0
Maximum	21.84375
Zeros	65
Zeros (%)	2.1%
Negative	0
Negative (%)	0.0%
Memory size	24.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0.265625
Q1	2.044921875
median	4.9453125
Q3	6.9921875
95-th percentile	10.60898437
Maximum	21.84375
Range	21.84375
Interquartile range (IQR)	4.947265625

Descriptive statistics

Standard deviation	3.52003912
Coefficient of variation (CV)	0.7047647847
Kurtosis	1.318012674
Mean	4.994629692
Median Absolute Deviation (MAD)	2.390625
Skewness	0.7282610635
Sum	15822.98687
Variance	12.39067541
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	65	2.1%
5.1328125	15	0.5%
0.625	15	0.5%
0.6796875	14	0.4%
3.75	13	0.4%
0.6640625	12	0.4%
0.640625	11	0.3%
0.703125	11	0.3%
8.8828125	11	0.3%
6	10	0.3%
Other values (1081)	2991	94.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	65	2.1%
0.0078125	3	0.1%
0.015625	1	< 0.1%
0.01953125	2	0.1%
0.0244140625	1	< 0.1%
0.0390625	2	0.1%
0.0439453125	2	0.1%
0.046875	2	0.1%
0.0537109375	1	< 0.1%
0.0546875	1	< 0.1%

Value	Count	Frequency (%)
21.84375	1	< 0.1%
21.8203125	1	< 0.1%
21.7734375	1	< 0.1%
21.5390625	1	< 0.1%
21.4921875	1	< 0.1%
20.8828125	1	< 0.1%
20.8359375	1	< 0.1%
20.6015625	1	< 0.1%
20.4609375	1	< 0.1%
20.390625	1	< 0.1%

modindx
Real number (ℝ_≥0)

HIGH CORRELATION
ZEROS

Distinct	3079
Distinct (%)	97.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.1737515061

Minimum	0
Maximum	0.9323741007
Zeros	65
Zeros (%)	2.1%
Negative	0
Negative (%)	0.0%
Memory size	24.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0.05774969079
Q1	0.09976580594
median	0.1393570226
Q3	0.2091832491
95-th percentile	0.4055158151
Maximum	0.9323741007
Range	0.9323741007
Interquartile range (IQR)	0.1094174432

Descriptive statistics

Standard deviation	0.1194543894
Coefficient of variation (CV)	0.6875013176
Kurtosis	5.924935217
Mean	0.1737515061
Median Absolute Deviation (MAD)	0.04741863412
Skewness	2.064334578
Sum	550.4447715
Variance	0.01426935115
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	65	2.1%
0.2	3	0.1%
0.05263157895	3	0.1%
0.1333333333	3	0.1%
0.1666666667	3	0.1%
0.1176470588	3	0.1%
0.1462053571	2	0.1%
0.1923076923	2	0.1%
0.1722488038	2	0.1%
0.05	2	0.1%
Other values (3069)	3080	97.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	65	2.1%
0.01988135321	1	< 0.1%
0.02164750958	1	< 0.1%
0.02194357367	1	< 0.1%
0.02216748768	1	< 0.1%
0.02248677249	1	< 0.1%
0.02419512195	1	< 0.1%
0.0246835443	1	< 0.1%
0.02922690132	1	< 0.1%
0.02950577821	1	< 0.1%

Value	Count	Frequency (%)
0.9323741007	1	< 0.1%
0.8795031056	1	< 0.1%
0.8577642453	1	< 0.1%
0.8547008547	1	< 0.1%
0.8444827586	1	< 0.1%
0.8432885906	1	< 0.1%
0.8334482759	1	< 0.1%
0.8174418605	1	< 0.1%
0.7961044343	1	< 0.1%
0.7807692308	1	< 0.1%

label
Categorical

HIGH CORRELATION
UNIFORM

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	24.9 KiB

female	1584
male	1584

Length

Max length	6
Median length	5
Mean length	5
Min length	4

Characters and Unicode

Total characters	15840
Distinct characters	5
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	male
2nd row	male
3rd row	male
4th row	male
5th row	male

Common Values

Value	Count	Frequency (%)
female	1584	50.0%
male	1584	50.0%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
female	1584	50.0%
male	1584	50.0%

Most occurring characters

Value	Count	Frequency (%)
e	4752	30.0%
m	3168	20.0%
a	3168	20.0%
l	3168	20.0%
f	1584	10.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	15840	100.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	4752	30.0%
m	3168	20.0%
a	3168	20.0%
l	3168	20.0%
f	1584	10.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	15840	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	4752	30.0%
m	3168	20.0%
a	3168	20.0%
l	3168	20.0%
f	1584	10.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	15840	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	4752	30.0%
m	3168	20.0%
a	3168	20.0%
l	3168	20.0%
f	1584	10.0%

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows

	meanfreq	sd	median	Q25	Q75	IQR	skew	kurt	sp.ent	sfm	mode	centroid	meanfun	minfun	maxfun	meandom	mindom	maxdom	dfrange	modindx	label
0	0.059781	0.064241	0.032027	0.015071	0.090193	0.075122	12.863462	274.402906	0.893369	0.491918	0.000000	0.059781	0.084279	0.015702	0.275862	0.007812	0.007812	0.007812	0.000000	0.000000	male
1	0.066009	0.067310	0.040229	0.019414	0.092666	0.073252	22.423285	634.613855	0.892193	0.513724	0.000000	0.066009	0.107937	0.015826	0.250000	0.009014	0.007812	0.054688	0.046875	0.052632	male
2	0.077316	0.083829	0.036718	0.008701	0.131908	0.123207	30.757155	1024.927705	0.846389	0.478905	0.000000	0.077316	0.098706	0.015656	0.271186	0.007990	0.007812	0.015625	0.007812	0.046512	male
3	0.151228	0.072111	0.158011	0.096582	0.207955	0.111374	1.232831	4.177296	0.963322	0.727232	0.083878	0.151228	0.088965	0.017798	0.250000	0.201497	0.007812	0.562500	0.554688	0.247119	male
4	0.135120	0.079146	0.124656	0.078720	0.206045	0.127325	1.101174	4.333713	0.971955	0.783568	0.104261	0.135120	0.106398	0.016931	0.266667	0.712812	0.007812	5.484375	5.476562	0.208274	male
5	0.132786	0.079557	0.119090	0.067958	0.209592	0.141634	1.932562	8.308895	0.963181	0.738307	0.112555	0.132786	0.110132	0.017112	0.253968	0.298222	0.007812	2.726562	2.718750	0.125160	male
6	0.150762	0.074463	0.160106	0.092899	0.205718	0.112819	1.530643	5.987498	0.967573	0.762638	0.086197	0.150762	0.105945	0.026230	0.266667	0.479620	0.007812	5.312500	5.304688	0.123992	male
7	0.160514	0.076767	0.144337	0.110532	0.231962	0.121430	1.397156	4.766611	0.959255	0.719858	0.128324	0.160514	0.093052	0.017758	0.144144	0.301339	0.007812	0.539062	0.531250	0.283937	male
8	0.142239	0.078018	0.138587	0.088206	0.208587	0.120381	1.099746	4.070284	0.970723	0.770992	0.219103	0.142239	0.096729	0.017957	0.250000	0.336476	0.007812	2.164062	2.156250	0.148272	male
9	0.134329	0.080350	0.121451	0.075580	0.201957	0.126377	1.190368	4.787310	0.975246	0.804505	0.011699	0.134329	0.105881	0.019300	0.262295	0.340365	0.015625	4.695312	4.679688	0.089920	male

Last rows

	meanfreq	sd	median	Q25	Q75	IQR	skew	kurt	sp.ent	sfm	mode	centroid	meanfun	minfun	maxfun	meandom	mindom	maxdom	dfrange	modindx	label
3158	0.183667	0.040607	0.182534	0.156480	0.207646	0.051166	2.054138	7.483019	0.898138	0.313925	0.177040	0.183667	0.149237	0.018648	0.262295	0.550312	0.007812	3.421875	3.414062	0.166503	female
3159	0.168794	0.085842	0.188980	0.095558	0.240229	0.144671	1.462248	5.077956	0.956201	0.706861	0.184442	0.168794	0.182863	0.020699	0.271186	0.988281	0.007812	5.882812	5.875000	0.268617	female
3160	0.151771	0.089147	0.185970	0.058159	0.230199	0.172040	1.227710	4.304354	0.962045	0.744590	0.230547	0.151771	0.201600	0.023426	0.266667	0.766741	0.007812	4.007812	4.000000	0.192220	female
3161	0.170656	0.081237	0.184277	0.113012	0.239096	0.126084	1.378256	5.431663	0.950750	0.658558	0.161506	0.170656	0.198475	0.160000	0.253968	0.414062	0.007812	0.734375	0.726562	0.336918	female
3162	0.146023	0.092525	0.183434	0.041747	0.224337	0.182590	1.384981	5.118927	0.948999	0.659825	0.215482	0.146023	0.195640	0.039506	0.275862	0.533854	0.007812	2.992188	2.984375	0.258924	female
3163	0.131884	0.084734	0.153707	0.049285	0.201144	0.151859	1.762129	6.630383	0.962934	0.763182	0.200836	0.131884	0.182790	0.083770	0.262295	0.832899	0.007812	4.210938	4.203125	0.161929	female
3164	0.116221	0.089221	0.076758	0.042718	0.204911	0.162193	0.693730	2.503954	0.960716	0.709570	0.013683	0.116221	0.188980	0.034409	0.275862	0.909856	0.039062	3.679688	3.640625	0.277897	female
3165	0.142056	0.095798	0.183731	0.033424	0.224360	0.190936	1.876502	6.604509	0.946854	0.654196	0.008006	0.142056	0.209918	0.039506	0.275862	0.494271	0.007812	2.937500	2.929688	0.194759	female
3166	0.143659	0.090628	0.184976	0.043508	0.219943	0.176435	1.591065	5.388298	0.950436	0.675470	0.212202	0.143659	0.172375	0.034483	0.250000	0.791360	0.007812	3.593750	3.585938	0.311002	female
3167	0.165509	0.092884	0.183044	0.070072	0.250827	0.180756	1.705029	5.769115	0.938829	0.601529	0.267702	0.165509	0.185607	0.062257	0.271186	0.227022	0.007812	0.554688	0.546875	0.350000	female

Most frequently occurring

	meanfreq	sd	median	Q25	Q75	IQR	skew	kurt	sp.ent	sfm	mode	centroid	meanfun	minfun	maxfun	meandom	mindom	maxdom	dfrange	modindx	label	# duplicates
0	0.212190	0.043190	0.215153	0.188957	0.245644	0.056687	1.862573	6.109790	0.877669	0.314398	0.188957	0.212190	0.139942	0.047198	0.279070	1.925551	0.023438	15.609375	15.585938	0.121344	female	2
1	0.213732	0.057705	0.242573	0.141701	0.257984	0.116283	2.113598	7.890927	0.859712	0.084934	0.248978	0.213732	0.133667	0.028319	0.253968	0.818125	0.132812	4.164062	4.031250	0.229051	male	2

Overview

Variables

Common Values

Length

Pie chart

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Most occurring scripts

Most frequent character per script

Latin

Most occurring blocks

Most frequent character per block

ASCII

Interactions

Correlations

Pearson's r

Spearman's ρ

Kendall's τ

Phik (φk)

Missing values

Sample

First rows

Last rows

Duplicate rows

Most frequently occurring